GIS Data

This category contains introductory text about GIS data such as types of error in GIS datasets, types of GIS data (raster and vector), and metadata.

Screenshot from the city-regions explorer online mapping application.

Explore the City-Regions Dataset from FAO

Geo Contributor

FAO’s global dataset maps access to towns and cities of all sizes within realistic travel times, highlighting patterns of urban interconnectedness.

A pan sharpened Landsat 8 satellite image of Mount Jefferson in Oregon on the right with the unsharpened natural color image on the left. Images: NASA, public domain,

Pan Sharpening in GIS

Caitlin Dempsey

Enhance spatial detail in multispectral images with pan sharpening. Learn how this GIS technique combines data for sharper, more detailed satellite imagery.

A white sign with black writing indicating it's a witness post.

Witness Posts

Caitlin Dempsey

Witness posts are signs that alert visitors to the presence of a nearby survey marker.

A map showing in orange the range of steller's jay and in blue the range of blue jay over a gray shaded relief map of the United States.

Types of GIS Data Explored: Vector and Raster

Caitlin Dempsey

Explore the key differences between GIS vector and raster data, and how each type supports diverse spatial analysis tasks.

This Tools Helps You Figure Out Which Satellite Bands to Use for Remote Sensing

Caitlin Dempsey

The USGS developed the Spectral Characteristics Viewer to let users view how different Earth observation satellite instruments can be used for their remote sensing needs.  

Is this a ridge or a canyon? Relief inversion plays tricks on the brain with this image of the Colorado River in Arizona. Photo: NASA

Relief Inversion

Caitlin Dempsey

Telling the difference between a canyon and a mountain on aerial or satellite imagery can sometimes be tricky due to an optical illusion known as relief inversion.

Google's Earth Engine Data Catalog lets users discover public geospatial datasets.

Find Public GIS Data with Google’s Earth Engine Catalog

Caitlin Dempsey

The Earth Engine Data Catalog lets users search and discover Earth observation public datasets.

PurpleAir provides crowdsourced air quality measurements.

A Review of the State of Crowdsourced Geospatial Data

Caitlin Dempsey

A review in the Journal of Remote Sensing provides an updated look at the benefits and concerns when it comes to collaborative geospatial data collection.

A grayscale map with dots to show the locations within the United States that are mapping urban heat.

Mapping Heat in U.S. Cities

Mark Altaweel

NOAA has been coordinating an effort to map urban heat islands in cities across the United States.

Marina del Rey area on a county map of the state of California.

A Guide to Understanding Map Scale in Cartography

Caitlin Dempsey

Map scale refers to the ratio between the distance on a map and the corresponding distance on the Earth's surface.

A series of three images: top is a gray shaded relief, middle is a black and white contour image, and the bottom is a digital elevation model in shades of red with darker red indicating higher elevation.

Overview of Elevation Data

Jeff Oppong

This article reviews some of terminology and types of elevation based datasets available to GIS.

Pom-pom anemone on the Pacific Ocean floor off California.

Highly Detailed Seafloor Maps

Mark Altaweel

Researchers from MBARI have developed methods to map the ocean floor at incredibly high resolution.

Nukuhou coastal wetland. A tidal wetland with grey mangroves (Avicennia marina) and salt marsh threatened by sea level rise. At Ohiwa Harbor, North Island, New Zealand.

Mapping Coastal Ecosystem Change

Mark Altaweel

A collaboration initiative, called coastTrain, helps to provide data so that scientists can better address challenges coastal regions face.

A four-paneled diagram showing a vertical slice of a satellite imagery with forest damage, a second panel with land use change, a third panel symbolized to show the date of changes, and the fourth panel shows the magnitude of the change.

Mapping Long-term Land Use Change with Remote Sensing Data

Mark Altaweel

Discover how remote sensing technology is used to map land use changes, providing valuable insights into environmental impacts and aiding conservation efforts.

Examples of topological errors in GIS that can occur during data creation/digitization. Image: Caitlin Dempsey

GIS Data: A Look at Accuracy, Precision, and Types of Errors

Geo Contributor

What are the types of error found in GIS data? This article reviews the difference between accuracy and precision and explains the most common types of error found in GIS data.

A remote sensing image showing surface temperatures across a section of Paris. The hottest temperatures are in red and the coolest temperatures are in green.

Mapping Heat Vulnerability from Satellite Data

Mark Altaweel

Satellites are being used to measure heat not only on urban heat islands, but also on farms and other locations where rising temperatures are having an impact.

An artistic rendition of a satellite collecting data from a strip of land and ocean.

Mapping the Earth’s Freshwater Bodies

Mark Altaweel

Over 95% of the world's lakes, rivers, and freshwater reservoirs will be measured by a new satellite mission called Surface Water and Ocean Topography (SWOT).

Six topographic surfaces compared.

FABDEM: 30 Meter Resolution Bare Earth DEM from Fathom

Geo Contributor

FABDEM is the first global Digital Elevation Model (DEM) with forests and buildings removed at a 30m resolution.

A drone sitting on top of snow in the mountains.

Aerial Snow Mapping

Mark Altaweel

Researchers are increasingly use UAS/UAV platforms for measuring snow cover data, particularly snow depth.

A globe showing the view of the arctic and north America with animal migration tracks mapped out.

Big Data and Animal Migration

Mark Altaweel

Scientists are using big data methods combined with modern GPS tracking and machine learning to enhance their understanding of global animal migration patterns.

What is a GeoTIFF?

Caitlin Dempsey

A GeoTIFF is a public domain metadata standard which has the georeferencing information embedded within the image file.

Logo showing small satellites representing earth observation data for the joint NASA and ESA collaboration called MAAP.

Open-Source Science in the Cloud Collaboration

Mark Altaweel

NASA and the European Space Agency (ESA) released a new open source and science tool called the Multi-Mission Algorithm and Analysis Platform (MAAP).

High-resolution mycelium network.

Mapping the World’s Fungi

Mark Altaweel

Scientists have created a collaborative effort, called the Society for the Protection of Underground Networks (SPUN), which aims to map and protect large areas of fungi.

Tree-less mountains. a small boggy pond in the foreground leads up to small, round landforms that rise steeply for a few feet above the bog.

Mapping Natural Carbon Storage

Mark Altaweel

Scientists have created a map of the Earth where carbon needs to be stored to keep climate goals from Cop26 possible.

Sea level rise is a threat to low-lying coastal populations. Photo shows results of wave-driven flooding and overwash on Roi-Namur Atoll, Republic of the Marshall Islands. Photo: Peter Swarzenski, USGS. Public domain.

World Flood Mapping Tool

Mark Altaweel

The World Flood Mapping Tool, developed by the UN University's Institute of Water, Environment, and Health, aims to help countries with limited data construct flood maps.

Screenshot of the OpenTopography map interface.

Open Topography: A Spatial Data Infrastructure for Topographic Data

Eric van Rees

Open Topography is a web-based portal for imagery and lidar data that allows users to create their own deliverables.

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